In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory

Geethan Karunaratne, Michael Hersche, Jovin Langenegger +15

Continually learning new classes from a few training examples without forgetting previous old classes demands a flexible architecture with an inevitably growing portion of storage,…